Ross B. Girshick

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 122

Top Venues

CoRR

CVPR

ICCV

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Mannat Singh, Quentin Duval, Kalyan Vasudev Alwala, Haoqi Fan, Vaibhav Aggarwal, Aaron Adcock, Armand Joulin, Piotr Dollár, Christoph Feichtenhofer, Ross B. Girshick, Rohit Girdhar, Ishan Misra
The effectiveness of MAE pre-pretraining for billion-scale pretraining. CoRR (2023)
Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloé Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C. Berg, Wan-Yen Lo, Piotr Dollár, Ross B. Girshick
Segment Anything. CoRR (2023)
Mannat Singh, Quentin Duval, Kalyan Vasudev Alwala, Haoqi Fan, Vaibhav Aggarwal, Aaron Adcock, Armand Joulin, Piotr Dollár, Christoph Feichtenhofer, Ross B. Girshick, Rohit Girdhar, Ishan Misra
The effectiveness of MAE pre-pretraining for billion-scale pretraining. ICCV (2023)
Alexander Kirillov, Eric Mintun, Nikhila Ravi, Hanzi Mao, Chloé Rolland, Laura Gustafson, Tete Xiao, Spencer Whitehead, Alexander C. Berg, Wan-Yen Lo, Piotr Dollár, Ross B. Girshick
Segment Anything. ICCV (2023)
Yanghao Li, Hanzi Mao, Ross B. Girshick, Kaiming He
Exploring Plain Vision Transformer Backbones for Object Detection. ECCV (9) (2022)
Mannat Singh, Laura Gustafson, Aaron Adcock, Vinicius de Freitas Reis, Bugra Gedik, Raj Prateek Kosaraju, Dhruv Mahajan, Ross B. Girshick, Piotr Dollár, Laurens van der Maaten
Revisiting Weakly Supervised Pre-Training of Visual Perception Models. CoRR (2022)
Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Dollár, Ross B. Girshick
Masked Autoencoders Are Scalable Vision Learners. CVPR (2022)
Mannat Singh, Laura Gustafson, Aaron Adcock, Vinicius de Freitas Reis, Bugra Gedik, Raj Prateek Kosaraju, Dhruv Mahajan, Ross B. Girshick, Piotr Dollár, Laurens van der Maaten
Revisiting Weakly Supervised Pre-Training of Visual Perception Models. CVPR (2022)
Yanghao Li, Hanzi Mao, Ross B. Girshick, Kaiming He
Exploring Plain Vision Transformer Backbones for Object Detection. CoRR (2022)
Achal Dave, Piotr Dollár, Deva Ramanan, Alexander Kirillov, Ross B. Girshick
Evaluating Large-Vocabulary Object Detectors: The Devil is in the Details. CoRR (2021)
Yanghao Li, Saining Xie, Xinlei Chen, Piotr Dollár, Kaiming He, Ross B. Girshick
Benchmarking Detection Transfer Learning with Vision Transformers. CoRR (2021)
Haoqi Fan, Tullie Murrell, Heng Wang, Kalyan Vasudev Alwala, Yanghao Li, Yilei Li, Bo Xiong, Nikhila Ravi, Meng Li, Haichuan Yang, Jitendra Malik, Ross B. Girshick, Matt Feiszli, Aaron Adcock, Wan-Yen Lo, Christoph Feichtenhofer
PyTorchVideo: A Deep Learning Library for Video Understanding. ACM Multimedia (2021)
Kaiming He, Xinlei Chen, Saining Xie, Yanghao Li, Piotr Dollár, Ross B. Girshick
Masked Autoencoders Are Scalable Vision Learners. CoRR (2021)
Tete Xiao, Mannat Singh, Eric Mintun, Trevor Darrell, Piotr Dollár, Ross B. Girshick
Early Convolutions Help Transformers See Better. NeurIPS (2021)
Christoph Feichtenhofer, Haoqi Fan, Bo Xiong, Ross B. Girshick, Kaiming He
A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning. CoRR (2021)
Haoqi Fan, Tullie Murrell, Heng Wang, Kalyan Vasudev Alwala, Yanghao Li, Yilei Li, Bo Xiong, Nikhila Ravi, Meng Li, Haichuan Yang, Jitendra Malik, Ross B. Girshick, Matt Feiszli, Aaron Adcock, Wan-Yen Lo, Christoph Feichtenhofer
PyTorchVideo: A Deep Learning Library for Video Understanding. CoRR (2021)
Bowen Cheng, Ross B. Girshick, Piotr Dollár, Alexander C. Berg, Alexander Kirillov
Boundary IoU: Improving Object-Centric Image Segmentation Evaluation. CoRR (2021)
Tete Xiao, Mannat Singh, Eric Mintun, Trevor Darrell, Piotr Dollár, Ross B. Girshick
Early Convolutions Help Transformers See Better. CoRR (2021)
Bowen Cheng, Ross B. Girshick, Piotr Dollár, Alexander C. Berg, Alexander Kirillov
Boundary IoU: Improving Object-Centric Image Segmentation Evaluation. CVPR (2021)
Piotr Dollár, Mannat Singh, Ross B. Girshick
Fast and Accurate Model Scaling. CoRR (2021)
Christoph Feichtenhofer, Haoqi Fan, Bo Xiong, Ross B. Girshick, Kaiming He
A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning. CVPR (2021)
Piotr Dollár, Mannat Singh, Ross B. Girshick
Fast and Accurate Model Scaling. CVPR (2021)
Chenxi Liu, Piotr Dollár, Kaiming He, Ross B. Girshick, Alan L. Yuille, Saining Xie
Are Labels Necessary for Neural Architecture Search? ECCV (4) (2020)
Alexander Kirillov, Yuxin Wu, Kaiming He, Ross B. Girshick
PointRend: Image Segmentation As Rendering. CVPR (2020)
Ilija Radosavovic, Raj Prateek Kosaraju, Ross B. Girshick, Kaiming He, Piotr Dollár
Designing Network Design Spaces. CVPR (2020)
Kaiming He, Haoqi Fan, Yuxin Wu, Saining Xie, Ross B. Girshick
Momentum Contrast for Unsupervised Visual Representation Learning. CVPR (2020)
Ilija Radosavovic, Raj Prateek Kosaraju, Ross B. Girshick, Kaiming He, Piotr Dollár
Designing Network Design Spaces. CoRR (2020)
Chenxi Liu, Piotr Dollár, Kaiming He, Ross B. Girshick, Alan L. Yuille, Saining Xie
Are Labels Necessary for Neural Architecture Search? CoRR (2020)
Kritika Singh, Vimal Manohar, Alex Xiao, Sergey Edunov, Ross B. Girshick, Vitaliy Liptchinsky, Christian Fuegen, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Large scale weakly and semi-supervised learning for low-resource video ASR. CoRR (2020)
Kritika Singh, Vimal Manohar, Alex Xiao, Sergey Edunov, Ross B. Girshick, Vitaliy Liptchinsky, Christian Fuegen, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Large Scale Weakly and Semi-Supervised Learning for Low-Resource Video ASR. INTERSPEECH (2020)
Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross B. Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Training ASR Models By Generation of Contextual Information. ICASSP (2020)
Tsung-Yi Lin, Priya Goyal, Ross B. Girshick, Kaiming He, Piotr Dollár
Focal Loss for Dense Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 42 (2) (2020)
Chao-Yuan Wu, Ross B. Girshick, Kaiming He, Christoph Feichtenhofer, Philipp Krähenbühl
A Multigrid Method for Efficiently Training Video Models. CVPR (2020)
Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross B. Girshick
Mask R-CNN. IEEE Trans. Pattern Anal. Mach. Intell. 42 (2) (2020)
Xinlei Chen, Haoqi Fan, Ross B. Girshick, Kaiming He
Improved Baselines with Momentum Contrastive Learning. CoRR (2020)
Agrim Gupta, Piotr Dollár, Ross B. Girshick
LVIS: A Dataset for Large Vocabulary Instance Segmentation. CoRR (2019)
Saining Xie, Alexander Kirillov, Ross B. Girshick, Kaiming He
Exploring Randomly Wired Neural Networks for Image Recognition. ICCV (2019)
Xinlei Chen, Ross B. Girshick, Kaiming He, Piotr Dollár
TensorMask: A Foundation for Dense Object Segmentation. ICCV (2019)
Saining Xie, Alexander Kirillov, Ross B. Girshick, Kaiming He
Exploring Randomly Wired Neural Networks for Image Recognition. CoRR (2019)
Kaiming He, Haoqi Fan, Yuxin Wu, Saining Xie, Ross B. Girshick
Momentum Contrast for Unsupervised Visual Representation Learning. CoRR (2019)
Anton Bakhtin, Laurens van der Maaten, Justin Johnson, Laura Gustafson, Ross B. Girshick
PHYRE: A New Benchmark for Physical Reasoning. CoRR (2019)
Anton Bakhtin, Laurens van der Maaten, Justin Johnson, Laura Gustafson, Ross B. Girshick
PHYRE: A New Benchmark for Physical Reasoning. NeurIPS (2019)
Alexander Kirillov, Yuxin Wu, Kaiming He, Ross B. Girshick
PointRend: Image Segmentation as Rendering. CoRR (2019)
Alexander Kirillov, Ross B. Girshick, Kaiming He, Piotr Dollár
Panoptic Feature Pyramid Networks. CoRR (2019)
Chao-Yuan Wu, Christoph Feichtenhofer, Haoqi Fan, Kaiming He, Philipp Krähenbühl, Ross B. Girshick
Long-Term Feature Banks for Detailed Video Understanding. CVPR (2019)
Kritika Singh, Dmytro Okhonko, Jun Liu, Yongqiang Wang, Frank Zhang, Ross B. Girshick, Sergey Edunov, Fuchun Peng, Yatharth Saraf, Geoffrey Zweig, Abdelrahman Mohamed
Training ASR models by Generation of Contextual Information. CoRR (2019)
Xinlei Chen, Ross B. Girshick, Kaiming He, Piotr Dollár
TensorMask: A Foundation for Dense Object Segmentation. CoRR (2019)
Chao-Yuan Wu, Ross B. Girshick, Kaiming He, Christoph Feichtenhofer, Philipp Krähenbühl
A Multigrid Method for Efficiently Training Video Models. CoRR (2019)
Kaiming He, Ross B. Girshick, Piotr Dollár
Rethinking ImageNet Pre-Training. ICCV (2019)
Alexander Kirillov, Ross B. Girshick, Kaiming He, Piotr Dollár
Panoptic Feature Pyramid Networks. CVPR (2019)
Agrim Gupta, Piotr Dollár, Ross B. Girshick
LVIS: A Dataset for Large Vocabulary Instance Segmentation. CVPR (2019)
Alexander Kirillov, Kaiming He, Ross B. Girshick, Carsten Rother, Piotr Dollár
Panoptic Segmentation. CVPR (2019)
Yu-Xiong Wang, Ross B. Girshick, Martial Hebert, Bharath Hariharan
Low-Shot Learning From Imaginary Data. CVPR (2018)
Georgia Gkioxari, Ross B. Girshick, Piotr Dollár, Kaiming He
Detecting and Recognizing Human-Object Interactions. CVPR (2018)
Xiaolong Wang, Ross B. Girshick, Abhinav Gupta, Kaiming He
Non-Local Neural Networks. CVPR (2018)
Dhruv Mahajan, Ross B. Girshick, Vignesh Ramanathan, Kaiming He, Manohar Paluri, Yixuan Li, Ashwin Bharambe, Laurens van der Maaten
Exploring the Limits of Weakly Supervised Pretraining. ECCV (2) (2018)
Ronghang Hu, Piotr Dollár, Kaiming He, Trevor Darrell, Ross B. Girshick
Learning to Segment Every Thing. CVPR (2018)
Ilija Radosavovic, Piotr Dollár, Ross B. Girshick, Georgia Gkioxari, Kaiming He
Data Distillation: Towards Omni-Supervised Learning. CVPR (2018)
Yu-Xiong Wang, Ross B. Girshick, Martial Hebert, Bharath Hariharan
Low-Shot Learning from Imaginary Data. CoRR (2018)
Kaiming He, Ross B. Girshick, Piotr Dollár
Rethinking ImageNet Pre-training. CoRR (2018)
Chao-Yuan Wu, Christoph Feichtenhofer, Haoqi Fan, Kaiming He, Philipp Krähenbühl, Ross B. Girshick
Long-Term Feature Banks for Detailed Video Understanding. CoRR (2018)
Dhruv Mahajan, Ross B. Girshick, Vignesh Ramanathan, Kaiming He, Manohar Paluri, Yixuan Li, Ashwin Bharambe, Laurens van der Maaten
Exploring the Limits of Weakly Supervised Pretraining. CoRR (2018)
Ishan Misra, Ross B. Girshick, Rob Fergus, Martial Hebert, Abhinav Gupta, Laurens van der Maaten
Learning by Asking Questions. CVPR (2018)
Alexander Kirillov, Kaiming He, Ross B. Girshick, Carsten Rother, Piotr Dollár
Panoptic Segmentation. CoRR (2018)
Deepak Pathak, Ross B. Girshick, Piotr Dollár, Trevor Darrell, Bharath Hariharan
Learning Features by Watching Objects Move. CVPR (2017)
Tsung-Yi Lin, Priya Goyal, Ross B. Girshick, Kaiming He, Piotr Dollár
Focal Loss for Dense Object Detection. CoRR (2017)
Ross B. Girshick, Iasonas Kokkinos, Ivan Laptev, Jitendra Malik, George Papandreou, Andrea Vedaldi, Xiaogang Wang, Shuicheng Yan, Alan L. Yuille
Editorial- Deep Learning for Computer Vision. Comput. Vis. Image Underst. 164 (2017)
Ronghang Hu, Piotr Dollár, Kaiming He, Trevor Darrell, Ross B. Girshick
Learning to Segment Every Thing. CoRR (2017)
Bharath Hariharan, Pablo Arbelaez, Ross B. Girshick, Jitendra Malik
Object Instance Segmentation and Fine-Grained Localization Using Hypercolumns. IEEE Trans. Pattern Anal. Mach. Intell. 39 (4) (2017)
Bharath Hariharan, Ross B. Girshick
Low-Shot Visual Recognition by Shrinking and Hallucinating Features. ICCV (2017)
Tsung-Yi Lin, Priya Goyal, Ross B. Girshick, Kaiming He, Piotr Dollár
Focal Loss for Dense Object Detection. ICCV (2017)
Shaoqing Ren, Kaiming He, Ross B. Girshick, Xiangyu Zhang, Jian Sun
Object Detection Networks on Convolutional Feature Maps. IEEE Trans. Pattern Anal. Mach. Intell. 39 (7) (2017)
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Judy Hoffman, Li Fei-Fei, C. Lawrence Zitnick, Ross B. Girshick
Inferring and Executing Programs for Visual Reasoning. CoRR (2017)
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Judy Hoffman, Li Fei-Fei, C. Lawrence Zitnick, Ross B. Girshick
Inferring and Executing Programs for Visual Reasoning. ICCV (2017)
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-Fei, C. Lawrence Zitnick, Ross B. Girshick
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning. CVPR (2017)
Priya Goyal, Piotr Dollár, Ross B. Girshick, Pieter Noordhuis, Lukasz Wesolowski, Aapo Kyrola, Andrew Tulloch, Yangqing Jia, Kaiming He
Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour. CoRR (2017)
Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross B. Girshick
Mask R-CNN. CoRR (2017)
Kaiming He, Georgia Gkioxari, Piotr Dollár, Ross B. Girshick
Mask R-CNN. ICCV (2017)
Xiaolong Wang, Ross B. Girshick, Abhinav Gupta, Kaiming He
Non-local Neural Networks. CoRR (2017)
Shaoqing Ren, Kaiming He, Ross B. Girshick, Jian Sun
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks. IEEE Trans. Pattern Anal. Mach. Intell. 39 (6) (2017)
Tsung-Yi Lin, Piotr Dollár, Ross B. Girshick, Kaiming He, Bharath Hariharan, Serge J. Belongie
Feature Pyramid Networks for Object Detection. CVPR (2017)
Saining Xie, Ross B. Girshick, Piotr Dollár, Zhuowen Tu, Kaiming He
Aggregated Residual Transformations for Deep Neural Networks. CVPR (2017)
Ilija Radosavovic, Piotr Dollár, Ross B. Girshick, Georgia Gkioxari, Kaiming He
Data Distillation: Towards Omni-Supervised Learning. CoRR (2017)
Georgia Gkioxari, Ross B. Girshick, Piotr Dollár, Kaiming He
Detecting and Recognizing Human-Object Interactions. CoRR (2017)
Ishan Misra, Ross B. Girshick, Rob Fergus, Martial Hebert, Abhinav Gupta, Laurens van der Maaten
Learning by Asking Questions. CoRR (2017)
Deepak Pathak, Ross B. Girshick, Piotr Dollár, Trevor Darrell, Bharath Hariharan
Learning Features by Watching Objects Move. CoRR (2016)
Abhinav Shrivastava, Abhinav Gupta, Ross B. Girshick
Training Region-Based Object Detectors with Online Hard Example Mining. CVPR (2016)
Tsung-Yi Lin, Piotr Dollár, Ross B. Girshick, Kaiming He, Bharath Hariharan, Serge J. Belongie
Feature Pyramid Networks for Object Detection. CoRR (2016)
Michael Cogswell, Faruk Ahmed, Ross B. Girshick, Larry Zitnick, Dhruv Batra
Reducing Overfitting in Deep Networks by Decorrelating Representations. ICLR (Poster) (2016)
Ishan Misra, C. Lawrence Zitnick, Margaret Mitchell, Ross B. Girshick
Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels. CVPR (2016)
Abhinav Shrivastava, Abhinav Gupta, Ross B. Girshick
Training Region-based Object Detectors with Online Hard Example Mining. CoRR (2016)
Ting-Hao (Kenneth) Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross B. Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell
Visual Storytelling. CoRR (2016)
Ross B. Girshick, Jeff Donahue, Trevor Darrell, Jitendra Malik
Region-Based Convolutional Networks for Accurate Object Detection and Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 38 (1) (2016)
Junyuan Xie, Ross B. Girshick, Ali Farhadi
Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks. CoRR (2016)
Sean Bell, C. Lawrence Zitnick, Kavita Bala, Ross B. Girshick
Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks. CVPR (2016)
Ting-Hao (Kenneth) Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross B. Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell
Visual Storytelling. HLT-NAACL (2016)
Jitendra Malik, Pablo Andrés Arbeláez, João Carreira, Katerina Fragkiadaki, Ross B. Girshick, Georgia Gkioxari, Saurabh Gupta, Bharath Hariharan, Abhishek Kar, Shubham Tulsiani
The three R's of computer vision: Recognition, reconstruction and reorganization. Pattern Recognit. Lett. 72 (2016)
Junyuan Xie, Ross B. Girshick, Ali Farhadi
Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks. ECCV (4) (2016)
Joseph Redmon, Santosh Kumar Divvala, Ross B. Girshick, Ali Farhadi
You Only Look Once: Unified, Real-Time Object Detection. CVPR (2016)
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-Fei, C. Lawrence Zitnick, Ross B. Girshick
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning. CoRR (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ross B. Girshick